v1v2 (latest)

Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data

IEEE International Conference on Computer Vision (ICCV), 2019

13 August 2019

Mikaela Angelina Uy

Papers citing "Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data"

50 / 478 papers shown

Title
Applying Plain Transformers to Real-World Point Clouds Lanxiao Li M. Heizmann 3DPC ViT 342 3 0 28 Feb 2023
Sampled Transformer for Point Sets Shidi Li Christian J. Walder Alexander Soen Lexing Xie Miaomiao Liu 3DPC 160 1 0 28 Feb 2023
Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-trainingInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Ziyu Guo Renrui Zhang Longtian Qiu Xianzhi Li Pheng-Ann Heng 3DPC 294 75 0 27 Feb 2023
PointWavelet: Learning in Spectral Domain for 3D Point Cloud AnalysisIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Cheng Wen Jia-Li Long B. Yu Dacheng Tao 3DPC 242 13 0 10 Feb 2023
PaRot: Patch-Wise Rotation-Invariant Network via Feature Disentanglement and Pose RestorationAAAI Conference on Artificial Intelligence (AAAI), 2023 Dingxin Zhang Jianhui Yu Chaoyi Zhang Weidong (Tom) Cai 3DPC 163 16 0 06 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative PretrainingInternational Conference on Machine Learning (ICML), 2023 Zekun Qi Runpei Dong Guo Fan Zheng Ge Xiangyu Zhang Kaisheng Ma Li Yi 380 185 0 05 Feb 2023
PointSmile: Point Self-supervised Learning via Curriculum Mutual InformationScience China Information Sciences (Sci China Inf Sci), 2023 Xin Li Mingqiang Wei Songcan Chen 3DPC SSL 256 8 0 30 Jan 2023
Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud MapsIEEE International Conference on Robotics and Automation (ICRA), 2023 Muhammad Ibrahim Naveed Akhtar Saeed Anwar Michael Wise Lin Wang ViT 3DPC 154 6 0 21 Jan 2023
OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Tong Wu Jiarui Zhang Xiao Fu Yuxin Wang Jiawei Ren ... Lei Yang Yuan Liu Chao Qian Dahua Lin Ziwei Liu 331 335 0 18 Jan 2023
Joint Representation Learning for Text and 3D Point CloudPattern Recognition (Pattern Recogn.), 2023 Rui Huang Xuran Pan Henry Zheng Haojun Jiang Zhifeng Xie Qing Xiao Gao Huang 238 26 0 18 Jan 2023
Rethinking Rotation Invariance with Point Cloud RegistrationAAAI Conference on Artificial Intelligence (AAAI), 2022 Jianhui Yu Chaoyi Zhang Weidong (Tom) Cai 3DPC 241 10 0 31 Dec 2022
PointVST: Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image TranslationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Qijian Zhang Xianqiang Lyu 3DPC 305 16 0 29 Dec 2022
MVTN: Learning Multi-View Transformations for 3D UnderstandingInternational Journal of Computer Vision (IJCV), 2022 Abdullah Hamdi Faisal AlZahrani Silvio Giancola Guohao Li 3DV 3DPC 325 8 0 27 Dec 2022
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and ExplainabilityACM Computing Surveys (ACM CSUR), 2022 Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 304 51 0 21 Dec 2022
GeoCode: Interpretable Shape Programs Ofek Pearl Itai Lang Yuhua Hu Raymond A. Yeh Rana Hanocka 225 18 0 19 Dec 2022
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud AnalysisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Qijian Zhang Xianqiang Lyu Y. Qian Yiming Zeng Juyong Zhang Ying He 3DPC 258 41 0 17 Dec 2022
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?International Conference on Learning Representations (ICLR), 2022 Runpei Dong Zekun Qi Linfeng Zhang Junbo Zhang Jian‐Yuan Sun Zheng Ge Li Yi Kaisheng Ma ViT 3DPC 274 135 0 16 Dec 2022
Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked AutoencodersComputer Vision and Pattern Recognition (CVPR), 2022 Renrui Zhang Liuhui Wang Yu Qiao Shiyang Feng Jiaming Song 3DPC 254 179 0 13 Dec 2022
Neural Assets: Volumetric Object Capture and Rendering for Interactive Environments Aljaz Bozic Denis Gladkov Luke Doukakis Christoph Lassner 3DH 121 6 0 12 Dec 2022
Local Neighborhood Features for 3D ClassificationScandinavian Conference on Image Analysis (SCIA), 2022 Shivanand Venkanna Sheshappanavar Chandra Kambhamettu 3DPC 241 2 0 09 Dec 2022
PointCaM: Cut-and-Mix for Open-Set Point Cloud Learning Jie Hong Shi Qiu Weihong Li Saeed Anwar Mehrtash Harandi Nick Barnes L. Petersson 3DPC 314 8 0 05 Dec 2022
Meta Architecture for Point Cloud AnalysisComputer Vision and Pattern Recognition (CVPR), 2022 Haojia Lin Xiawu Zheng Lijiang Li Jiayi Ji Sha Wang Yan Wang Yonghong Tian Rongrong Ji 3DPC 212 71 0 26 Nov 2022
TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud AnalysisComputer Vision and Pattern Recognition (CVPR), 2022 Pavlo Melnyk Andreas Robinson Michael Felsberg Maarten Wadenback 3DPC 363 5 0 26 Nov 2022
PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding Honggu Zhou Xiaogang Peng Jiawei Mao Zizhao Wu Ming Zeng 3DPC 271 6 0 22 Nov 2022
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world LearningIEEE International Conference on Computer Vision (ICCV), 2022 Xiangyang Zhu Renrui Zhang Bowei He Ziyu Guo Ziyao Zeng Zipeng Qin Shanghang Zhang Shiyang Feng VLM 321 215 0 21 Nov 2022
MATE: Masked Autoencoders are Online 3D Test-Time LearnersIEEE International Conference on Computer Vision (ICCV), 2022 M. Jehanzeb Mirza Inkyu Shin Wei Lin Andreas Schriebl Kunyang Sun ... Horst Possegger Mateusz Koziñski In So Kweon Kun-Jin Yoon Horst Bischof TTA 3DPC 292 21 0 21 Nov 2022
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis Shanshan Zhao Biwei Huang Xi Li Dacheng Tao 3DPC 240 0 0 20 Nov 2022
PartCom: Part Composition Learning for 3D Open-Set RecognitionInternational Journal of Computer Vision (IJCV), 2022 Tingyu Weng Junhao Xiao Haiyong Jiang 3DPC 118 5 0 20 Nov 2022
PointInverter: Point Cloud Reconstruction and Editing via a Generative Model with Shape PriorsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Jaeyeon Kim Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC 193 10 0 16 Nov 2022
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Yabin Zhang Jiehong Lin Ruihuang Li Kui Jia Lei Zhang 3DPC 261 13 0 13 Nov 2022
Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point CloudsGraphical Models (GM), 2022 Zhuheng Lu Yuewei Dai Weiqing Li Zhiyong Su 3DPC 171 4 0 02 Nov 2022
Improving transferability of 3D adversarial attacks with scale and shear transformationsInformation Sciences (Inf. Sci.), 2022 Jinali Zhang Yinpeng Dong Junyi Zhu Jihong Zhu Minchi Kuang Xiaming Yuan 3DPC 289 21 0 02 Nov 2022
A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process Fuyang Li Jiying Zhang Xi Xiao Bin Zhang Dijun Luo 144 3 0 30 Oct 2022
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud AnalysisAsian Conference on Computer Vision (ACCV), 2022 Bach Tran Binh-Son Hua Anh Tran Minh Hoai 3DPC 269 11 0 28 Oct 2022
Class-Level Confidence Based 3D Semi-Supervised LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Zhimin Chen Longlong Jing Liang Yang Yingwei Li Bing Li 182 19 0 18 Oct 2022
Self-Distillation for Unsupervised 3D Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 3DPC 114 19 0 15 Oct 2022
SageMix: Saliency-Guided Mixup for Point CloudsNeural Information Processing Systems (NeurIPS), 2022 S. Lee Minkyu Jeon In-Ho Kim Yunyang Xiong Hyunwoo J. Kim 3DPC 158 31 0 13 Oct 2022
Let Images Give You More:Point Cloud Cross-Modal Training for Shape AnalysisNeural Information Processing Systems (NeurIPS), 2022 Xu Yan Heshen Zhan Chaoda Zheng Jiantao Gao Ruimao Zhang Shuguang Cui Zhen Li 3DPC 163 43 0 09 Oct 2022
Point Cloud Upsampling via Cascaded Refinement NetworkAsian Conference on Computer Vision (ACCV), 2022 Hang Du Xuejun Yan Jingjing Wang Di Xie Shiliang Pu 3DPC 183 26 0 08 Oct 2022
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-trainingIEEE International Conference on Computer Vision (ICCV), 2022 Tianyu Huang Bowen Dong Yunhan Yang Xiaoshui Huang Rynson W. H. Lau Wanli Ouyang W. Zuo VLM 3DPC CLIP 520 197 0 03 Oct 2022
Prompt-guided Scene Generation for 3D Zero-Shot LearningInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2022 Majid Nasiri A. Cheraghian T. Chowdhury Sahar Ahmadi Morteza Saberi Shafin Rahman 3DPC DiffM 111 3 0 29 Sep 2022
CALIP: Zero-Shot Enhancement of CLIP with Parameter-free AttentionAAAI Conference on Artificial Intelligence (AAAI), 2022 Ziyu Guo Renrui Zhang Longtian Qiu Xianzheng Ma Xupeng Miao Xuming He Tengjiao Wang VLM AAML 215 163 0 28 Sep 2022
3DGTN: 3D Dual-Attention GLocal Transformer Network for Point Cloud Classification and SegmentationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Dening Lu K. Gao Qian Xie Linlin Xu Jonathan Li 3DPC ViT 195 10 0 21 Sep 2022
Rethinking the compositionality of point clouds through regularization in the hyperbolic spaceNeural Information Processing Systems (NeurIPS), 2022 Antonio Montanaro D. Valsesia E. Magli 3DPC 165 40 0 21 Sep 2022
Can We Solve 3D Vision Tasks Starting from A 2D Vision Transformer? Yi Wang Zhiwen Fan Tianlong Chen Hehe Fan Zinan Lin ViT 217 10 0 15 Sep 2022
SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud RepresentationInternational Conference on 3D Vision (3DV), 2022 Z. Su Max Welling M. Pietikäinen Li Liu 3DPC 233 14 0 13 Sep 2022
Continual Learning for Pose-Agnostic Object Recognition in 3D Point Clouds Xihao Wang Xian Wei 3DPC 162 5 0 11 Sep 2022
Learning task-specific features for 3D pointcloud graph creation Elias Abad Rocamora Javier Ruiz-Hidalgo 3DPC 124 0 0 02 Sep 2022
Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud UnderstandingInternational Conference on 3D Vision (3DV), 2022 Guocheng Qian Abdullah Hamdi Xingdi Zhang Guohao Li 3DPC ViT 219 8 0 25 Aug 2022
Arbitrary Point Cloud Upsampling with Spherical Mixture of GaussiansInternational Conference on 3D Vision (3DV), 2022 Anthony DellÉva M. Orsingher Massimo Bertozzi 3DPC 120 11 0 10 Aug 2022